Reading up on job-search

Reframes finding a job as a search problem solved through side doors: targeted cold emails, public work, and specific outreach to people with problems, rather than only applying to posted roles.

CopilotKit builds a real-time frontend for LangChain Deep Agents by streaming agent state to a Next.js UI via the AG-UI protocol and CopilotKit middleware.

Breaking into software development is a numbers game across three company tiers, with local non-tech firms offering the easiest entry point for early-career developers.